Automatic assessment of dialogic properties of classroom discourse would benefit several widespread classroom observation protocols. However, in classrooms with low incidences of dialogic discourse, assessment can be highly biased against detecting dialogic properties. In this paper, we present an approach to addressing this imbalanced class…

Learning Analytics is an emerging research field and design discipline that occupies the "middle space" between the learning sciences/educational research and the use of computational techniques to capture and analyze data (Suthers & Verbert, 2013). We propose that the literature examining the triadic relationships between…

This commentary reflects on the contributions to learning analytics and theory by a paper that describes how multiple theoretical frameworks were woven together to inform the creation of a new, automated discourse analysis tool. The commentary highlights the contributions of the original paper, provides some alternative approaches, and touches on…

Risk has now become a feature of science curricula in many industrialized countries. While risk is conceptualized within a number of different theoretical frameworks, the predominant model used in examination specifications is a utility model in which risk calculations are deemed to be objective through technical expert assessment and where the…

Exclusionary school discipline results in students being removed from classrooms as a consequence of their disruptive behavior and may lead to subsequent suspension and/or expulsion. Literature documents that nondominant students, particularly Black males, are disproportionately impacted by exclusionary discipline, to the point that researchers…

Earlier studies have suggested that higher education institutions could harness the predictive power of Learning Management System (LMS) data to develop reporting tools that identify at-risk students and allow for more timely pedagogical interventions. This paper confirms and extends this proposition by providing data from an international…

Examines life history interviews with English as a foreign language teachers in Poland, employing an analysis based on Mikhail Bakhtin's theory of language, which describes language as "heteroglossic" or comprising multiple, competing discourses in dynamic dialogue with one another. The central question focuses on what discourses…

Following previous reports, this paper contains additional information about the multilingual situation in the multiethnic town of Bukavu in Zaire. Focus is on codeswitching, an important characteristic of the overall dynamic picture of linguistic interaction. Myers-Scotton's markedness model is discussed. (13 references) (Author/LB)

Examines what linguistic devices speakers use to make an entity salient in a discourse and how they re-refer to discourse entities moving in and out of focus. Speakers' center of attention was manipulated via a videotaped basketball game. Speakers referred to prominent entities as subjects; when they referred to them as objects, they repeated the…